Go (Golang) vs Python Performance Benchmark (Kubernetes - OpenTelemetry - Prometheus - S3/Postgres)

[@AntonPutra]

🔴 - To support my channel, I’d like to offer Mentorship/On-the-Job Support/Consulting - [e-mail]

[@MDFireX5]

Антон, тест говно, какой фласк, где и как ты подумал, что он топ 1 ? фаст апи

[@GabrielPozo]

Your benchmark videos are always the best and most complete!

[@AntonPutra]

Thanks, Gabriel! Any suggestions for the next benchmark?

[@GabrielPozo]

@@AntonPutra Now, I don't have anything in mind, but I will think of something.

[@PikaChu-fz4ij]

@@AntonPutra Really want python-sanic vs golang and node.js

[@099watcher]

Really like your content! For suggestion in python's ecosystem django is the most dominant backend framework, I know It will get beaten by node, java and golang in performance but still we would love to see how slow it is compared to other languages. Tip: In django most of the people use DRF (Django Rest Framwork) for building REST APIs so combining django with DRF makes sense when doing benchmark.

[@AntonPutra]

thanks for the tip. yeah, django is very popular.

[@nitishmalang4844]

awesome anton liked this quality content found rarely on internet thanks for this 😇

[@RABWA333]

that is really great , hope to see the same for Nodejs (express) with postgress or DBmongo db

[@AntonPutra]

Thanks, Ghubein! Will do at some point.

[@marknefedov]

Hi, I love your videos! Would you consider making a video about GitOps strategies and best practices in a closed, bare metal environment (without using a cloud solution like GitHub)? Specifically, how do you host your infrastructure Git repo? Do you create a separate non-GitOps cluster to deploy HA-Git and CI/CD? Do you deploy Git to a plain VM? Or do you go through the "chicken and egg problem" and deploy Git and CI/CD into the same cluster that you manage with GitOps tools like Flux or Argo?

[@denisgr1]

спасибо, ваши видео помогают мне правильно стартовать и развиваться в новых технологиях, выкладывайте еще!

[@malikt7z]

Great Video 👍🏻

[@AntonPutra]

thank you!

[@duke007x3]

Hello Anton, thanks for the video, great as always. If you have time and possibility can you please make videos a little bit longer with deeper explanations for such noobs like me?)) Do you plan any videos on such topics as jenkins, ansible? Anyway thanks, you are doing great job.

[@funkindy]

In real world scenario add network roundtrip latency and the overall latency difference would dissappear, i guess

[@AntonPutra]

But it would applied to both languages, interesting question if golang handle network requests better

[@funkindy]

@@AntonPutra sure, add constant like 50-150ms for both languages and the difference would almost disappear. But CPU/MEM difference would not, for sure)

[@floriankapfenberger]

Great video Anton! I would be interested in an Elixir/Phoenix Benchmark if you be able to do that :)

[@AntonPutra]

Thanks Florian, I've just added it to my list.

[@floriankapfenberger]

@@AntonPutra Awesome!

[@lipin007]

Kindly consider benchmarking ruby on rails vs go gin!

[@AntonPutra]

ah ruby on rails, it's been a while❤️ yes will do

[@lipin007]

@@AntonPutra Thank you!

[@horseinthesky]

Thank you for an amazing content. Could you one day make a tutorial about how to set up multiple node k8s cluster locally: ESXi or lxd if possible. It would help to learn k8s without AWS stuff so much.

[@AntonPutra]

Thanks, Kirill! Well why not minikube? Just run "minikube start --nodes 2" or set to any number of nodes

[@horseinthesky]

@@AntonPutra That is a good starting point to begin the journey but these nodes would be docker containers on the same host/VM. I consider building a k8s cluster manually on different nodes (physical hosts/VMs) to play with it.

[@AntonPutra]

@@horseinthesky got it, will do at some point (by the way you can use virtualbox as a driver and those nodes will be vms)

[@horseinthesky]

@@AntonPutra Thank you! You used ESXi in this video and since I have a dedicated ESXi host where I build virtual network topologies and practice my programming skills I thought it would be great to have a small k8s lab there too to (you know) some kind of versatile IT experience =)

[@AntonPutra]

@@horseinthesky take a look, I'll create a tutorial soon ## Control Plane ### Preparing the hosts sudo apt update && sudo apt -y upgrade sudo sed -i 's/ubuntu/control-plane-00/' /etc/hostname sudo sed -i 's/ubuntu/control-plane-00/' /etc/hosts sudo reboot sudo apt update && sudo apt -y upgrade sudo sed -i 's/ubuntu/node-00/' /etc/hostname sudo sed -i 's/ubuntu/node-00/' /etc/hosts sudo reboot sudo apt update && sudo apt -y upgrade sudo sed -i 's/ubuntu/node-01/' /etc/hostname sudo sed -i 's/ubuntu/node-01/' /etc/hosts sudo reboot sudo apt update && sudo apt -y upgrade sudo sed -i 's/ubuntu/node-02/' /etc/hostname sudo sed -i 's/ubuntu/node-02/' /etc/hosts sudo reboot sudo apt update && sudo apt -y upgrade sudo sed -i 's/ubuntu/node-03/' /etc/hostname sudo sed -i 's/ubuntu/node-03/' /etc/hosts sudo reboot sudo apt update && sudo apt -y upgrade sudo sed -i 's/ubuntu/node-04/' /etc/hostname sudo sed -i 's/ubuntu/node-04/' /etc/hosts sudo reboot sudo apt update && sudo apt -y upgrade sudo sed -i 's/ubuntu/node-05/' /etc/hostname sudo sed -i 's/ubuntu/node-05/' /etc/hosts sudo reboot ### Disable swap sudo swapoff -a sudo sed -i 's/\/swap.img/#\/swap.img/' /etc/fstab free -h ### Installing a container runtime (containerd) curl -L github.com/containerd/containerd/releases/download/v1.7.3/containerd-1.7.3-linux-amd64.tar.gz -o containerd-1.7.3-linux-amd64.tar.gz sudo tar Cxzvf /usr/local containerd-1.7.3-linux-amd64.tar.gz sudo curl -L raw.githubusercontent.com/containerd/containerd/main/containerd.service -o /lib/systemd/system/containerd.service sudo systemctl daemon-reload sudo systemctl enable --now containerd #### Installing runc curl -L github.com/opencontainers/runc/releases/download/v1.1.8/runc.amd64 -o runc.amd64 sudo install -m 755 runc.amd64 /usr/local/sbin/runc #### Installing CNI plugins curl -L github.com/containernetworking/plugins/releases/download/v1.3.0/cni-plugins-linux-amd64-v1.3.0.tgz -o cni-plugins-linux-amd64-v1.3.0.tgz sudo mkdir -p /opt/cni/bin sudo tar Cxzvf /opt/cni/bin cni-plugins-linux-amd64-v1.3.0.tgz sudo mkdir /etc/containerd/ sudo sh -c 'containerd config default > /etc/containerd/config.toml' sudo sed -i 's/SystemdCgroup = false/SystemdCgroup = true/' /etc/containerd/config.toml sudo systemctl restart containerd stat -fc %T /sys/fs/cgroup/ ### Install and configure prerequisites cat

[@lohithvenkatesh4831]

Can you compare gin vs Robyn the new python framework?

[@AntonPutra]

ok, i'll take a look!

[@Antonio-ib6ii]

Very interesting video. Thank

[@AntonPutra]

Thanks, Antonio! Any suggestions for the next benchmark?

[@CsAlchemy-eg6ch]

Very great content , thanks

[@AntonPutra]

Thank you!!

[@ievgenmajor3301]

great content!

[@AntonPutra]

Thanks, Ievgen! Any suggestions for the next benchmark?

[@pietraderdetective8953]

Do the performance benchmark for Quart please! It's the async version for Flask so you can use your Flask code and modify it a lil bit. Plenty of Flask extensions are working in Quart too! Cheers!

[@AntonPutra]

thanks for the feedback, i'll see what i can do

[@kittipongpiyawanno315]

It surprises me a little bit that both have more or less equivalent request rate. I expect more from Go.

[@AntonPutra]

maybe not the fastest framework

[@Antonio-yy2ec]

Thanks Anton!!!

[@AntonPutra]

Thanks, Antonio! Any suggestions for the next benchmark?

[@LukaLočičnik-v2k]

Great video! Can you do .NET vs Go next?

[@az6876]

I agree. But, if possible, with version 8 using AOT compilation.

[@AntonPutra]

Thanks Luka, I've just added it to my list.

[@AntonPutra]

ok, I'll check

[@valerikehayov2393]

Thanks Anton, amazing as always. I can see you are using Grfana stacks for these statistics and reports, what about Elastic stack do you think Grafana stack is better? Could you please compare both solutions: Elastic stack with metric beat and Opentelemetry Elasticsearch exporter and Grafana with tempo?

[@AntonPutra]

Grafana was one of the first to support Prometheus as a data source. For ELK, you need to use Elastic to store metrics, and the pipeline would be somewhat different and more complex, but, I will definitely create a comparison video at some point.

[@valerikehayov2393]

@@AntonPutra Yep, completely agree. It’s kind a common use case to use Elastic or Opensearch in many companies, so I was wondering why. Thanks for the reply, awesome as always!

[@AntonPutra]

@@valerikehayov2393 initially it was only for logs, but ELK trying to create universal solution for metrics/traces/logs but it's expensive. Try out loki, it indexes only labels and much cheaper to host

[@valerikehayov2393]

@@AntonPutra yes I will try it.

[@tHe0nLyNeXuS]

I wonder how FastAPI would perform, compared to Flask. I am assuming that since it supports asynchronous processing of requests, contrary to Flask (ASGI vs WSGI), it should overall reduce latency.

[@AntonPutra]

Ok, I've just added it to my list.

[@kamurashev]

Great 👍

[@AntonPutra]

Thanks, Kyrylo! Any suggestions for the next benchmark?

[@aimericsorindev253]

I just discovered your channel, really great content ! What tools do you use to make your diagrams ?

[@AntonPutra]

thanks, i use adobe suite

[@mariusmuller4340]

Nice video, what tool do you use to make your graphics like minute 1:50?

[@AntonPutra]

Thanks! Adobe Suite

[@yuksgas]

Please benchmark rust actix vs cpp drogon 😬

[@sombiri9147]

This is good

[@AntonPutra]

Thanks, Sombiri! Any suggestions for the next benchmark?

[@DataPastor]

Could you please make a similar benchmark with FastAPI+asyncpg+gunicorn on the Python side?

[@AntonPutra]

sure, added to my list

[@АртемШестаков-д9в]

Please test FastApi framework with Go

[@AntonPutra]

🫡

[@VitaliiAkhmetzianov]

Yo man you are super

[@yunyang6267]

make a firebase vs supabase benchmark

[@AntonPutra]

Ok, added to my list

[@clintonndi1308]

You got courses on udemy or something? Thanks

[@AntonPutra]

Not yet, still a full time employee...

[@clintonndi1308]

@@AntonPutra It will make sense if you put up a course on Linux/system engineering or DevOps. Think about it. Thanks

[@RomaDeveloper]

I made the first video about my project in python, i will be happy to get your feedback ❤

[@alberkhan]

Boss please do golang vs php swoole

[@AntonPutra]

Ok, I've just added it to my list.